From: Semi-supervised multi-label collective classification ensemble for functional genomics
label ratio | GM-SMCC-1 | GM-SMCC-2 | GM-SMCC-3 | GM-SMCC-mean | EGM-SMCC |
---|---|---|---|---|---|
3% | 0.827 ± 0.031 | 0.805 ± 0.009 | 0.771 ± 0.008 | 0.789 ± 0.007 | 0.834 ± 0.020 |
4% | 0.833 ± 0.021 | 0.813 ± 0.026 | 0.805 ± 0.016 | 0.800 ± 0.006 | 0.845 ± 0.027 |
5% | 0.843 ± 0.008 | 0.802 ± 0.018 | 0.804 ± 0.024 | 0.803 ± 0.016 | 0.843 ± 0.012 |
6% | 0.846 ± 0.004 | 0.807 ± 0.023 | 0.790 ± 0.017 | 0.818 ± 0.003 | 0.849 ± 0.013 |
7% | 0.846 ± 0.002 | 0.827 ± 0.018 | 0.812 ± 0.019 | 0.845 ± 0.005 | 0.868 ± 0.013 |
8% | 0.852 ± 0.002 | 0.813 ± 0.011 | 0.817 ± 0.030 | 0.845 ± 0.002 | 0.860 ± 0.008 |
9% | 0.857 ± 0.020 | 0.831 ± 0.014 | 0.826 ± 0.022 | 0.853 ± 0.004 | 0.872 ± 0.011 |
10% | 0.858 ± 0.017 | 0.831 ± 0.014 | 0.846 ± 0.012 | 0.855 ± 0.007 | 0.874 ± 0.006 |